adversarial-obfuscator
Unofficial implementation of the paper Protecting Visual Secrets using Adversarial Nets
Here is my experiment results.
Utility Evaluation
Scene 1 : Trained on original images, Test on original images
Scene 2 : Trained on original images, Test on generated images
Scene 3 : Trained on generated images, Test on generated images
| Scene | Accuracy |
|---|---|
| 1 | 94.61% |
| 2 | 87.785% |
| 3 | 90.643% |
Privacy Evaluation
Scene 1 : Trained on original images, Test on generated images
Scene 2 : Trained on generated images, Test on generated images
| Scene | Accuracy |
|---|---|
| 1 | 50% |
| 2 | 83.537% |
Acknowledgments
Inspired by Erik Linder-Norén.